Large-scale HPC evaluation of Qdrant, Milvus, and Weaviate reveals that workload patterns limit scaling and extra cores can reduce throughput, exposing a cloud-to-HPC design mismatch.
Scientific Reports 2025 15:1 15:18062-
2 Pith papers cite this work. Polarity classification is still indexing.
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DreamKG augments LLMs with a structured knowledge graph to deliver reliable location-aware and time-sensitive answers about community services for people experiencing homelessness.
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When More Cores Hurts: The Vector Database Scaling Paradox in HPC
Large-scale HPC evaluation of Qdrant, Milvus, and Weaviate reveals that workload patterns limit scaling and extra cores can reduce throughput, exposing a cloud-to-HPC design mismatch.
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DreamKG: A KG-Augmented Conversational System for People Experiencing Homelessness
DreamKG augments LLMs with a structured knowledge graph to deliver reliable location-aware and time-sensitive answers about community services for people experiencing homelessness.